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DOI 10.1007/s11604-017-0683-2

Медицинская библиотека · Japanese journal of radiology · 2017

Extraction of the subpleural lung region from computed tomography images to detect interstitial lung disease.

Iwasawa Tae, Iwao Yuma, Takemura Tamiko, Okudela Koji, Gotoh Toshiyuki, Baba Tomohisa, Ogura Takashi, Oba Mari S

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Аннотация

PURPOSE: To quantify lesions in the subpleural lung region (SubPL) on computed tomography (CT) images and to evaluate whether they are useful for detecting interstitial lung disease (ILD).

MATERIALS AND

METHODS

The subjects were 40 patients with idiopathic pulmonary fibrosis (IPF) diagnosed by multidisciplinary methods and 35 age-matched patients without ILDs. The lungs and SubPL were extracted from CT images using a Gaussian histogram normalized correlation system and evaluated for the mean CT attenuation value (CTmean) and the percentage of high attenuation area (%HAA), exceeding -700 Hounsfield units. The H pattern was defined as a honeycomb appearance and/or fibrosis with traction bronchiectasis, and the H-pattern volume ratios for the whole lung and the 2-mm-wide SubPL were measured. The utility of the SubPL for detecting ILD was evaluated by receiver operating characteristic (ROC) analysis.

RESULTS

The areas under the ROC curves (AUCs) of CTmean and %HAA for the SubPL were greater than those for the whole lung. The AUCs for the whole lung and the SubPL were 0.990 and 0.994, respectively, for H-pattern volume; 0.875 and 0.994, respectively, for CTmean; and 0.965 and 0.991, respectively, for %HAA.

CONCLUSION

The SubPL extraction method may be helpful for distinguishing patients with ILD from those without ILD.

Для цитирования: Iwasawa Tae, Iwao Yuma, Takemura Tamiko, Okudela Koji, Gotoh Toshiyuki, Baba Tomohisa, Ogura Takashi, Oba Mari S. Extraction of the subpleural lung region from computed tomography images to detect interstitial lung disease.. Japanese journal of radiology. 2017. DOI: 10.1007/s11604-017-0683-2.

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